pi-memory

pi-memory is a skill for Claude Code, Codex from espennilsen/pi. It costs 44 tokens per session (898 once invoked), scanned A, original, MIT.

A file-based memory system that keeps information between coding-agent sessions. It stores long-term facts in MEMORY.md and dated session notes in a memory folder.

In plain words
What is it for?
Use it to save or recall persistent facts, append daily session notes, list available logs, and maintain selected sections of long-term memory. Its storage location can be changed in settings.
Why use it?
It prevents useful decisions, preferences, and progress notes from disappearing when a session ends. The files remain readable and editable as ordinary Markdown.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to save or recall persistent facts, append daily session notes, list available logs, and maintain selected sections of long-term memory. Its storage location can be changed in settings.

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Install with agentmods
npx agentmods add skills/espennilsen/pi/pi-memory
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add espennilsen/pi --skill pi-memory
Clone the repo
git clone --depth 1 https://github.com/espennilsen/pi

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for pi-memory

README.md
[![agentmods](https://agentmods.dev/badge/skills/espennilsen/pi/pi-memory/github.svg)](https://agentmods.dev/skills/espennilsen/pi/pi-memory)
Your own site
<a href="https://agentmods.dev/skills/espennilsen/pi/pi-memory"><img src="https://agentmods.dev/badge/skills/espennilsen/pi/pi-memory/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for pi-memory

Your own site · 80×15
<a href="https://agentmods.dev/skills/espennilsen/pi/pi-memory"><img src="https://agentmods.dev/badge/skills/espennilsen/pi/pi-memory.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 44 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 898 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00044 $0.00898
Opus 5.5 $0.00018 $0.00359
Sonnet 5.5 $0.00009 $0.00180
Haiku 4.5 $0.00004 $0.00090

Measured 1mo ago against content hash 23db2c1f7720, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pi-memory scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

extensions/pi-memory/skills/pi-memory/SKILL.md · 129 lines

How it starts

The opening of the file, as written. The whole thing — 129 lines — stays where its author put it; the contents beside it link to each section on GitHub.

pi-memory — Persistent Memory

A file-based memory system that persists knowledge across sessions using plain Markdown.

Architecture

<base-path>/
├── MEMORY.md              # Long-term curated memory (facts, preferences, decisions)
└── memory/
    ├── 2026-02-11.md      # Daily log — append-only session notes
    ├── 2026-02-10.md
    └── ...
  • MEMORY.md — The "brain". Organized into ## Sections. Survives compaction. Editable in place.
  • memory/YYYY-MM-DD.md — Daily append-only logs. Timestamped entries. One file per day.

The base path defaults to cwd. Override with settings.json:

{ "pi-memory": { "path": "/path/to/memory/dir" } }

Tools

memory_read

Read memory contents.

target description
long_term Read full MEMORY.md
daily Read a specific date's log (default: today). Pass date: "YYYY-MM-DD" for other dates.
list List all available daily log files

memory_write

Write to memory.

target description
daily Append a timestamped entry to today's log. Used for session notes, progress, decisions.
long_term Update MEMORY.md. Pass section to replace a specific ## Section, or omit to append.

Long-term memory sections — use section parameter to target:

memory_write target=long_term section="Preferences" content="- Prefers dark theme\n- Terminal-first tools"

This replaces the content under ## Preferences. If the section doesn't exist, it's created.

Daily log entries — auto-timestamped:

memory_write target=daily content="Completed the auth refactor. Using JWT with RS256."

Creates ### HH:MM entry in today's file.

memory_search

Full-text search across MEMORY.md and all daily logs.

memory_search query="JWT" limit=10

Returns matching lines with ±1 line of context, grouped by file.

When to Write Memory

Always write to long-term memory when:

  • User explicitly says "remember this", "save this", "note that..."
  • You learn a new preference, convention, or decision
  • A significant architectural or design choice is made
  • You discover something about the user's workflow or environment

Read the full file on GitHub · 129 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 129 lines · 44 tokens per session scan A 23db2c1f7720

Subscribe to this mod's changes

pi-memory is a skill published in the GitHub repository espennilsen/pi (122 stars, last pushed 9d ago), licensed MIT. It adds 44 tokens to every session and 898 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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